Data Pipeline
Market and alternative data, clean and reliable.
An automated trading system is more than one bot - it is data, signals, execution, risk, monitoring, and reporting working together. We build end-to-end algorithmic trading systems for serious traders and firms, with the infrastructure to run reliably in production.
Agreed scope · Reviewable milestones · Documented handover

Data to Execution
Risk Engine
Monitoring
Reporting
An automated trading system is more than one bot - it is data, signals, execution, risk, monitoring, and reporting working together. We build end-to-end algorithmic trading systems for serious traders and firms, with the infrastructure to run reliably in production.
Market and alternative data, clean and reliable.
Multiple strategies under one framework.
Firm-wide limits and kill switches.
Know instantly when something breaks.
Daily and weekly performance and risk reports.
Failover, reconnects, and supervised processes.
Our automated trading system development service builds end-to-end algorithmic trading infrastructure - data, signals, execution, risk, monitoring, and reporting - that runs reliably in production.
A real system is more than a bot. We engineer the boring, critical parts: failover, reconnects, a central risk engine, and monitoring that tells you instantly when something breaks.
We build for serious traders and firms running multiple strategies and accounts under one framework.
Full ownership, documentation, runbooks, and support on handover.
We agree the requirements and review working milestones together. The process below is adapted to the systems, testing and operating needs of your project.
We map your full pipeline - data sources, signals, execution venues, and reporting needs.
A central risk engine enforces limits across every strategy and account.
We build the system component by component and validate end to end with realistic data.
Staged production rollout with monitoring, alerting, and runbooks.
Share the workflow you want to improve, the platforms you use and any existing code or examples. We’ll work through the requirements, dependencies and acceptance checks with you before proposing a build.
Each custom project is quoted individually. Hosting, external services and ongoing maintenance are made clear in the agreed scope.
Talk through your requirementsAnswers to the questions that help define your project.
We review your requirements, integrations and delivery scope before preparing a project-specific quote. The proposal sets out the work, milestones and any ongoing costs. Changes are discussed and agreed before additional work begins.
Both - from serious individual traders running multiple strategies to small funds and prop firms needing institutional-grade reliability.
Yes - monitoring, alerting, runbooks, and automated performance/risk reporting are core to the system.
Yes - under one framework with a central risk engine enforcing limits across all of them.
Always, before any details are shared.
Specialist trading engineers, not generalists.
Backtesting and forward testing before live - always.
Full source-code ownership, docs, and 30-day support.
Transparent fixed pricing and a 5.0-star Upwork record.
We map the full pipeline, build a central risk engine, develop component by component, validate end to end, and roll out to production with monitoring and runbooks.
Tell us what you need from automated trading system development. We’ll work through the scope and next steps together.